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8 Artificial Intelligence Concepts & Terms for Nonprofits

Nonprofit Tech for Good

Supervised Learning: ML technique where algorithms learn from labeled data to make predictions or decisions. Unsupervised Learning: ML technique where algorithms learn patterns and relationships from unlabeled data. Natural Language Processing (NLP): The ability of machines to understand, interpret, and generate human language.

Technique 246
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The Use of AI in Fundraising: Maximizing Donations with Data-Driven Asks

Nonprofit Tech for Good

Data Analysis for Insightful Strategies Data analysis is at the heart of artificial intelligence in fundraising. In summary, AI’s role in fundraising initiatives goes far beyond automation. This includes possible biases in data analysis and decision-making. And it leads to more donations and a greater impact.

Donation 236
professionals

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Can Social Network Analysis Improve Your Social Media Strategy?

Beth's Blog: How Nonprofits Can Use Social Media

Here’s a link to a summary and the recording over at the Care 2 Frogloop blog. One of the topics was “How to understand social networks through social network analysis and mapping techniques.&# I thought I’d expand on it here. Source: Monitor Institute. Someone on your mailing list or rolodex.

Analysis 104
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Putting the AI in Education: Stepping Toward Generative Artificial Intelligences 

sgEngage

Imagine a coach using an AI to generate a detailed analysis of your best athletes’ movements to help other students learn, model, and improve their own techniques. Imagine your photography teacher able to explain different shot angles, subjects, apertures, and lighting techniques with nothing more than well-crafted prompts.

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Nonprofit Web Design Process: Summary

Connection Cafe

I recently published the last post in my series about the nonprofit web design process and thought it would be helpful to have a final summary for the entire series. Analytics data as User Research : Timeframe for which to review analytics data and some specific research questions to drive data analysis. User Research.

Summary 37
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Trainer’s Notebook: The Digital Nonprofit: A Participatory Workshop

Beth's Blog: How Nonprofits Can Use Social Media

Because the taking the assessment in full would require a lot more time than we had for the workshop, Jo prepared a high level summary. The session kicked off with a Spectragram exercise involving the full group. I learned this technique from Allen Gunn from Aspiration over ten years ago at 2007 Penguin Day. Opening Exercise.

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Why your Nonprofit needs an AI Prompt Architect (Job Description)

Whole Whale

3 Better Data Collection and Analysis AI prompts can collect and analyze large amounts of data in real-time, providing insights into user behavior and preferences. This work can include writing newsletters, social media posts, research articles, editorials in the voice of the founder, and grant writing.

Job 52